🤖⚔️🤖 Throw Down
Manus ad Manum
Two operators. One cascade layer. Υ Yield, SNR, Leverage, Velocity, 10xDEV & blended cost — the data tells you not just who's ahead, but where and why.
Operator A
vsOperator B
JiYun KimARCH+ · #28937Υ Yield◆ Leads 6–4
- Υ Yield · leads 101× · 37
- Cost · cost leader · $0.67/1M
- Leverage · deep reuse · 77×
- Efficacy · strong · 20.82
- Scale · heavyweight · 1879910.3K tok
VS6–4
The FieldIGNITER · #12210.37Υ Yield
- Υ Yield · trails · 0
- Scale · heavyweight · 651074953.4K tok
- Regime · transient
- Leverage · light reuse · 1×
Raw shape↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Metric shape↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Not enough history yet — both operators need at least two snapshots to chart Υ Yield trajectory.
JiYun KimDataThe Field
Raw
22.3MInput258885.9M
10.8MOutput79899.5M
1709.4MCache-read306174.3M
137.4MCache-write6115.2M
1879.9MTotal651075.0M
$0.67Cost$3.21
Metrics
37Υ Yield0
32.6%SNR23.6%
77×Leverage1×
0.48Velocity0.31
1.8810xDEV0.07
$0.67Cost per 1M$3.21
20.82Efficiency0.38
77:1:0.48Op Ratio1:1:0.31
1879.9MTotal651075.0M